6068199
1
Jan van Rijn
3950
Supervised Classification
predictive_accuracy
6969
sklearn.pipeline.Pipeline(imputation=openmlstudy14.preprocessing.ConditionalImputer,hotencoding=sklearn.preprocessing.data.OneHotEncoder,variencethreshold=sklearn.feature_selection.variance_threshold.VarianceThreshold,classifier=sklearn.ensemble.forest.RandomForestClassifier)(1)
4102536
bootstrap
false
6902
class_weight
null
6902
criterion
"entropy"
6902
max_depth
null
6902
max_features
0.4159067781693164
6902
max_leaf_nodes
null
6902
min_impurity_split
1e-07
6902
min_samples_leaf
3
6902
min_samples_split
4
6902
min_weight_fraction_leaf
0.0
6902
n_estimators
100
6902
n_jobs
1
6902
oob_score
false
6902
random_state
480
6902
verbose
0
6902
warm_start
false
6902
axis
0
6947
categorical_features
[0]
6947
copy
true
6947
fill_empty
0
6947
missing_values
"NaN"
6947
strategy
"mean"
6947
strategy_nominal
"most_frequent"
6947
verbose
0
6947
categorical_features
[0]
6948
dtype
{"oml-python:serialized_object": "type", "value": "np.float64"}
6948
handle_unknown
"ignore"
6948
n_values
"auto"
6948
sparse
true
6948
threshold
0.0
6949
openml-pimp
openml-python
Sklearn_0.18.1.
1116
musk
https://www.openml.org/data/download/53999/musk.arff
-1
13059988
description
https://api.openml.org/data/download/13059988/description.xml
-1
13059989
predictions
https://api.openml.org/data/download/13059989/predictions.arff
area_under_roc_curve
0.9999674059180634 [0.999967,0.999967]
average_cost
0
f_measure
0.9980277194025696 [0.998836,0.993593]
kappa
0.9924287669078132
kb_relative_information_score
6298.920200838437
mean_absolute_error
0.014412145094471298
mean_prior_absolute_error
0.26083092213436454
number_of_instances
6598 [5581,1017]
precision
0.9980279316471765 [0.998389,0.996047]
predictive_accuracy
0.9980297059715064
prior_entropy
0.6203559250859288
recall
0.9980297059715065 [0.999283,0.99115]
relative_absolute_error
0.05525474118075241
root_mean_prior_squared_error
0.36108063272361846
root_mean_squared_error
0.053730259695808684
root_relative_squared_error
0.14880404770126615
total_cost
0
area_under_roc_curve
0.9999645760640464 [0.999965,0.999965]
area_under_roc_curve
0.999806732728934 [0.999807,0.999807]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9999472907442547 [0.999947,0.999947]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
0.9984879021615353 [0.999105,0.995074]
f_measure
0.9938896103896104 [0.996429,0.98]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9939148118747474 [0.996422,0.980198]
f_measure
0.9984817948081617 [0.999105,0.995074]
f_measure
0.9984878645362075 [0.999103,0.995122]
f_measure
0.9984794538169725 [0.999105,0.995025]
f_measure
0.9984856064092471 [0.999103,0.995074]
kappa
0.9941786621507199
kappa
0.9764302549817868
kappa
1
kappa
1
kappa
1
kappa
0.9766206163655684
kappa
0.9941786621507199
kappa
0.9942251154976902
kappa
0.994129646620761
kappa
0.9941770563650341
kb_relative_information_score
630.5382370481344
kb_relative_information_score
623.0339077297233
kb_relative_information_score
637.9605370700162
kb_relative_information_score
641.4015005161184
kb_relative_information_score
634.9265529141082
kb_relative_information_score
622.2470268516739
kb_relative_information_score
615.0546234119153
kb_relative_information_score
638.490701722798
kb_relative_information_score
629.1496932909523
kb_relative_information_score
626.1174202832696
mean_absolute_error
0.014165909090907607
mean_absolute_error
0.017280808080813198
mean_absolute_error
0.012984090909084702
mean_absolute_error
0.010544444444445127
mean_absolute_error
0.013310606060604059
mean_absolute_error
0.018197222222220165
mean_absolute_error
0.01886136363636524
mean_absolute_error
0.011182070707066118
mean_absolute_error
0.014091047040969255
mean_absolute_error
0.013502023267570332
mean_prior_absolute_error
0.2600651974288342
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.26111294765840265
mean_prior_absolute_error
0.2602257782682673
mean_prior_absolute_error
0.2602257782682673
number_of_instances
660 [559,101]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
660 [558,102]
number_of_instances
659 [558,101]
number_of_instances
659 [558,101]
precision
0.9984997029114676 [1,0.990196]
precision
0.9939825299255904 [0.992883,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9939253246753247 [0.994643,0.99]
precision
0.9984875589526753 [0.998211,1]
precision
0.9984995586937335 [1,0.990291]
precision
0.9984852638979752 [0.998211,1]
precision
0.9984974262846261 [1,0.990196]
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9939393939393939
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9939393939393939
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984848484848484
predictive_accuracy
0.9984825493171472
predictive_accuracy
0.9984825493171472
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
prior_entropy
0.6203559250859288
recall
0.9984848484848485 [0.998211,1]
recall
0.9939393939393939 [1,0.960784]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9939393939393939 [0.998208,0.970588]
recall
0.9984848484848485 [1,0.990196]
recall
0.9984848484848485 [0.998208,1]
recall
0.9984825493171472 [1,0.990099]
recall
0.9984825493171472 [0.998208,1]
relative_absolute_error
0.05447060672077836
relative_absolute_error
0.06618135268964362
relative_absolute_error
0.04972595585750484
relative_absolute_error
0.04038269468827624
relative_absolute_error
0.05097643062119414
relative_absolute_error
0.06969099918410183
relative_absolute_error
0.0722345016036522
relative_absolute_error
0.042824650433248165
relative_absolute_error
0.05414931270353533
relative_absolute_error
0.051885802234592875
root_mean_prior_squared_error
0.360018747598774
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.36147095160214215
root_mean_prior_squared_error
0.3602416958959955
root_mean_prior_squared_error
0.3602416958959955
root_mean_squared_error
0.05229612208876243
root_mean_squared_error
0.0709041315821826
root_mean_squared_error
0.043988403832329485
root_mean_squared_error
0.036048929758059234
root_mean_squared_error
0.04814211565421315
root_mean_squared_error
0.0649773824286012
root_mean_squared_error
0.06521083102649906
root_mean_squared_error
0.04345691536758829
root_mean_squared_error
0.0515710366969609
root_mean_squared_error
0.05031389875931027
root_relative_squared_error
0.1452594411751143
root_relative_squared_error
0.1961544386012633
root_relative_squared_error
0.1216927767981365
root_relative_squared_error
0.09972842796434987
root_relative_squared_error
0.13318391267910626
root_relative_squared_error
0.17975824098894513
root_relative_squared_error
0.180404070472236
root_relative_squared_error
0.12022242776348933
root_relative_squared_error
0.14315676748271208
root_relative_squared_error
0.13966706056657105
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
30702.772570999514
usercpu_time_millis
30694.153841996012
usercpu_time_millis
30641.31745999839
usercpu_time_millis
30748.575703000824
usercpu_time_millis
30453.750944001513
usercpu_time_millis
30231.835837999824
usercpu_time_millis
30184.27094999788
usercpu_time_millis
30687.845471999026
usercpu_time_millis
30216.73062300033
usercpu_time_millis
30520.814548002818
usercpu_time_millis_testing
82.44667799954186
usercpu_time_millis_testing
83.04329399834387
usercpu_time_millis_testing
82.59510999778286
usercpu_time_millis_testing
82.42599000004702
usercpu_time_millis_testing
82.31152799999109
usercpu_time_millis_testing
83.13343400004669
usercpu_time_millis_testing
82.57921599943074
usercpu_time_millis_testing
82.71518900073715
usercpu_time_millis_testing
82.39510299972608
usercpu_time_millis_testing
82.88802600145573
usercpu_time_millis_training
30620.325892999972
usercpu_time_millis_training
30611.11054799767
usercpu_time_millis_training
30558.722350000608
usercpu_time_millis_training
30666.149713000777
usercpu_time_millis_training
30371.43941600152
usercpu_time_millis_training
30148.702403999778
usercpu_time_millis_training
30101.69173399845
usercpu_time_millis_training
30605.13028299829
usercpu_time_millis_training
30134.335520000604
usercpu_time_millis_training
30437.926522001362